Visualizations of tweets about Covid19 based on sentiment and geolocation.
Steps to run ->
- Run Stream.py using 'Python3 Stream.py'
- Enter the hastags you want searched
- Run Spark.py on a separate terminal using 'Python3 Spark.py'
- Data should be logged to your cluster on Elasticsearch as specified in the cloud_id
- Create an Index pattern in Kibana to retreive data from Elasticsearch cluster
- Use data to create the required visualizations
Heatmap based on Tweet locations in the US
Heatmap based on locations of Negative tweets in India
Top locations for tweets in the US
Top 40 states by tweets
Top 100 Cities
